The most important concern of pruning is to determine which elements should be selected for discarding.
Previous works [1]} use min-heap algorithm to select which elements going to be pruned. However, they will introduce inevitable overhead significantly when implemented on heterogeneous platforms such as FPGA or ASIC. Hence, we propose a new threshold determination method with less time complexity and more hardware compatibility.
